Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
fnet-base-finetuned-cola – AI Model by Momorami | AlphaNeural AI
You can deploy this model and start earning money today!
Momorami
/
fnet-base-finetuned-cola
like
0
transformers
safetensors
fnet
text-classification
generated_from_trainer
en
glue
google/fnet-base
finetune
apache-2.0
model-index
autotrain_compatible
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
fnet-base-finetuned-cola
This model is a fine-tuned version of
google/fnet-base
on the GLUE COLA dataset. It achieves the following results on the evaluation set:
Loss: 0.6476
Matthews Correlation: 0.3934
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
learning_rate: 2e-05
train_batch_size: 32
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5.0
Training results
Training Loss
Epoch
Step
Validation Loss
Matthews Correlation
0.61
1.0
268
0.5818
0.1606
0.5265
2.0
536
0.5489
0.3415
0.4161
3.0
804
0.5454
0.3451
0.3324
4.0
1072
0.5746
0.3869
0.2657
5.0
1340
0.6476
0.3934
Framework versions
Transformers 4.42.0.dev0
Pytorch 1.13.1
Datasets 2.19.1
Tokenizers 0.19.1
